The morning sun cast long shadows across the empty cubicle farm. He stared at the whiteboard, a monument to the tasks and projects he'd overseen. The replacement, a young man named Alex, was asking questions, his voice eager and full of energy. A deep feeling settled in her heart.

She pointed to the flow chart, the intricate diagrams seemed to look foreign. She felt an unexpected tightness in her throat. Each answer she gave seemed to chip away at something inside of her, leaving her feeling hollow.

“Any other questions?” he asked, his voice barely a whisper. Alex shook his head, already engrossed in the next task. He couldn’t bring himself to look at the other man.

Emotion: sorry

Cluster: Sadness / Despair
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.36

Role in Research

This story is one of 1,000 stories generated for the emotion sorry. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 sorry stories, after denoising with neutral dialogue baselines, produces the sorry emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sorry vector is projected through the unembedding matrix.

Promoted:
S0.604
L0.549
😞0.382
😔0.364
ness0.324
Suppressed:
de-0.675
la-0.536
(!)-0.323
!-0.298
l-0.288